data strategy

Synthetic data is cheap and fast, but provider terms, inherited errors and narrow coverage decide whether it helps. Check the contract first, then design the data and the evaluation.

A vendor has more rows, while an internal pilot has higher accepted yield. Compare usable evidence, uncertainty and the work hidden in the quote.